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Author

Gabriele Franch

Observed names: Franch, Gabriele, Franch, Gabriele (Fondazione Bruno Kessler)
ORCID: 0000-0002-1264-0529
Observed ORCID: 0000-0002-1264-0529
OpenAlex ID: A5013648849
Precipitation Nowcasting with Orographic Enhanced Stacked Generalization: Improving Deep Learning Predictions on Extreme Events
2020 · Gabriele Franch, Daniele Nerini, et al. · Atmosphere · 95
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Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification
2023 · Leinonen, Jussi, Hamann, Ulrich, et al. · arXiv (Cornell University) · 42
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Can AI be enabled to perform dynamical downscaling? A latent diffusion model to mimic kilometer-scale COSMO5.0_CLM9 simulations
2025 · Elena Tomasi, Gabriele Franch, et al. · Geoscientific model development · 29
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Meteonetwork: An Open Crowdsourced Weather Data System
2022 · Marco Giazzi, Gianandrea Peressutti, et al. · Atmosphere · 29
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TAASRAD19, a high-resolution weather radar reflectivity dataset for precipitation nowcasting
2020 · Gabriele Franch, Valerio Maggio, et al. · Scientific Data · 29
MASS-UMAP: Fast and Accurate Analog Ensemble Search in Weather Radar Archives
2019 · Gabriele Franch, Giuseppe Jurman, et al. · Remote Sensing · 13
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Multiple geometry atmospheric correction for image spectroscopy using deep learning
2020 · Fangcao Xu, Guido Cervone, et al. · Journal of Applied Remote Sensing · 12
GPTCast: a weather language model for precipitation nowcasting
2025 · Gabriele Franch, Elena Tomasi, et al. · Geoscientific model development · 11
Automating Global Landslide Detection With Heterogeneous Ensemble Deep-learning Classification
2023 · Alexandra Jarna Ganerød, Gabriele Franch, et al. · SSRN Electronic Journal · 7
Automating global landslide detection with heterogeneous ensemble deep-learning classification
2024 · Alexandra Jarna Ganerød, Gabriele Franch, et al. · Remote Sensing Applications Society and Environment · 6
Automating Global Landslide Detection with Heterogeneous Ensemble Deep-Learning Classification
2023 · Alexandra Jarna Ganerød, Gabriele Franch, et al. · SSRN Electronic Journal · 3
Ensemble precipitation nowcasting by combination of generative and transformer deep learning models
2023 · Gabriele Franch, Elena Tomasi, et al. · 2
Deep Learning for rain and lightning nowcasting
2019 · Franch, Gabriele, Nardelli, Andrea, et al. · Zenodo (CERN European Organization for Nuclear Research) · 2
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TAASRAD19 Radar Scans 2010-2016
2019 · Franch, Gabriele, Maggio, Valerio, et al. · Figshare · 2
TAASRAD19 Radar Scans 2017-2019
2019 · Franch, Gabriele, Maggio, Valerio, et al. · Zenodo (CERN European Organization for Nuclear Research) · 2
IT-DPC-SRI: A Cloud-Optimized Archive of Italian Radar Precipitation (2010-2025)
2026 · Franch, Gabriele, Tomasi, Elena, et al. · arXiv (Cornell University) · 1
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Code for "GPTCast: a weather language model for precipitation nowcasting"
2024 · Franch, Gabriele, Tomasi, Elena, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Dataset for "GPTCast: a weather language model for precipitation nowcasting"
2024 · Franch, Gabriele, Tomasi, Elena, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Pretrained models for "GPTCast: a weather language model for precipitation nowcasting"
2024 · Franch, Gabriele, Tomasi, Elena, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Nowcasting of extreme precipitation events: performance assessment of Generative Deep Learning methods
2024 · Gabriele Franch, Elena Tomasi, et al. · 1
TAASRAD19 Radar Sequences 2010-2019 NetCDF
2020 · Franch, Gabriele, Maggio, Valerio, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
TAASRAD19 Radar Sequences 2010-2019
2019 · Franch, Gabriele, Maggio, Valerio, et al. · Figshare · 1
TINITALY 1.1 – DEM d'Italia a 10 m, mosaico unico Cloud-Optimized GeoTIFF
2026 · Franch, Gabriele · Zenodo (CERN European Organization for Nuclear Research)
IRENE: A Convolutional GRU Ensemble Model for Radar Precipitation Nowcasting over Italy
2026 · Camilletti, Alessandro, Franch, Gabriele, et al. · arXiv (Cornell University)
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AI reconstruction of European temperature and precipitation anomalies from Euro-Atlantic weather regimes
2026 · Alessandro Camilletti, Gabriele Franch, et al.
Works count: 54
Citation count: 300
H-index: 8
I10-index: 8
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